#eval=params$runcodebooks

d$eas_19p %>%
    select_if(~sum(!is.na(.)) > 0) %>% #removes empty columns
codebook(., survey_repetition = "single", metadata_table = TRUE) #Gerhard: this could also create an html; or make this as a separate markdown. It takes a long time to run... so maybe don't do it here

Metadata

Description

Dataset name: .

The dataset has N=2513 rows and 346 columns. 0 rows have no missing values on any column.

Metadata for search engines
  • Date published: 2021-06-01
x
referrer
sincere
is_ea1
is_ea2
first_heard_EA
first_heard_EA_other
first_heard_EA_which_book
list_personal_connections
involved_tlycs
involved_local_EA
involved_lesswrong
involved_givewell
involved_ace
involved_ssc
involved_online_ea
involved_personal_contact
involved_80K
involved_GWWC
involved_ea_global
involved_ea_global_x
involved_book_blog
involved_podcast
involved_swiss
involved_none_of_the_above
involved_other
which_year_EA
member_ea_fb
member_ea_forum
member_lw
member_local_group
which_local_group
which_university
member_none_of_the_above
member_other
member_gwwc
gwwc_year
ea_engaged_scale
activity_applied_eag
activity_attended_eag
activity_read_ea_book
activity_ea_forum_posted
activity_ea_forum_commented
activity_wrote_not_ea_forum
activity_ea_fb
activity_organized_ea_event
activity_ea_local_leader
activity_applied_ea_org_job
activity_employed_ea_org
ea_org_employed
activity_volunteer_ea_org
80K_coach_applied
done_80K
activity_ea_plan_change
activity_ea_donate
employed_at_80K
employed_at_AI_impacts
employed_at_ace
employed_at_cfar
employed_at_cea
employed_at_cser
employed_at_chai
employed_at_cs
employed_at_deep_mind
employed_at_fri
employed_at_fhi
employed_at_givewell
employed_at_gpi
employed_at_lw
employed_at_miri
employed_at_openphil
employed_at_openai
employed_at_rc
employed_at_si
employed_at_other
cause_import_animal_welfare
cause_import_cause_prioritization
cause_import_biosecurity
cause_import_climate_change
cause_import_nuclear_security
cause_import_ai
cause_import_mental_health
cause_import_poverty
cause_import_rationality
cause_import_meta
cause_import_xrisk_other
cause_import_other
cause_import_other_which
extra_extra_cause
changed_causes
previous_cause
top_case
income_2018
ea_career_type_ea_org
ea_career_type_non_profit
ea_career_type_etg
ea_career_type_non_etg_for_profit
ea_career_type_non_academia_research
ea_career_type_academia
ea_career_type_government
ea_career_type_advocacy
ea_career_type_other
currency_donate_1
currency_donate_2
donate_2018
plan_donate_2019
gender
race_white
race_black
race_hispanic
race_native_american
race_pacific_islander
race_asian
race_other
country
city
city_other
veg
politics
politics_other
religion_atheist_agnostic
religion_buddhist
religion_christian
religion_hindu
religion_jewish
religion_muslim
religion_sikh
religion_other
employed_full_time
employed_part_time
employed_self
employed_looking
employed_not_looking
employed_homemaker
employed_retired
employed_student_part
employed_student_full
education
studied_cs
studied_econ
studied_engineering
studied_math
studied_medicine
studied_psych
studied_phil
studied_physics
studied_humanities
studied_social_science
studied_other_science
studied_vocational
studied_other
donate_RC_2018
donate_ea_fund_meta_2018
donate_ea_fund_animal_welfare_2018
donate_ea_fund_ltf_2018
donate_ea_fund_global_health_2018
donate_80K_2018
donate_cfar_2018
donate_miri_2018
donate_gf_2018
donate_ace_2018
donate_mfa_2018
donate_cea_2018
donate_dtw_2018
donate_gw_2018
donate_sci_2018
donate_gd_2018
donate_ef_2018
donate_amf_2018
donate_thl_2018
experience_generalist_research
experience_management
experience_economics
experience_philosophy
experience_government
experience_operations
experience_ml
experience_ai_safety
experience_movement_building
experience_admin
experience_pa
experience_life_sciences
experiences_marketing
experience_math
experience_comms
experience_webdev
experience_international_dev
experience_software
experience_asset_management
experience_law
experience_consulting
experience_accounting
experience_other
ea_interest_change
ea_community_excitement
ea_barrier_too_demanding
ea_barrier_limited_advice
ea_barrier_too_few_jobs
ea_barrier_job_too_hard
ea_barrier_unclear_where_donate
ea_barrier_unclear_how_movement_building
ea_barrier_lack_mentor
ea_barrier_not_diverse
ea_barrier_not_welcoming
ea_barrier_elitist
ea_barrier_unsocial
ea_barrier_no_ea_friends
ea_barrier_no_group
ea_barrier_no_ea_content
ea_barrier_no_barrier
ea_involve_ea_career
ea_involve_volunteer
ea_involve_ea_events
ea_involve_give
ea_involve_education
ea_involve_local_group
ea_involve_global_events
ea_involve_social
retention_gwwc
retention_givewell
retention_ea_funds
retention_donation_other
retention_ea_project
retention_eag
retention_eagx
retention_local_group
retention_local_group_leader
retention_personal_contact
retention_ea_forum
retention_ssc
retention_lw
retention_ea_fb
retention_ea_discord
retention_future_perfect
heard_survey_ea_fb
heard_survey_other_fb
heard_survey_other_social
heard_survey_ea_newsletter
heard_survey_ace
heard_survey_gwwc
heard_survey_other_ea_org
heard_survey_friend
heard_survey_lw
heard_survey_local_group
heard_survey_ssc
heard_survey_ea_forum
heard_survey_80K
heard_survey_other
ea_know_favor
ea_know_drift
ea_know_drift_involved
ea_know_drift_reason_disagreed_premise
ea_know_drift_reason_underexposed
ea_know_drift_reason_uninterested
ea_know_drift_reason_no_friends
ea_know_drift_reason_no_opportunity
ea_know_drift_reason_offended
ea_know_drift_reason_bad_experience
ea_know_drift_reason_misunderstood
ea_know_drift_reason_life_change
ea_dont_know_drift_reason
current_work_mental_health
current_work_ai_risk
current_work_nuclear_security
current_work_biosecurity
current_work_other_xrisk
current_work_rationality
current_work_climate_change
current_work_animals
current_work_meta
current_work_poverty
current_work_cause_pri
current_work_other
career_interest_mental_health
career_interest_ai_risk
career_interest_nuclear_security
career_interest_biosecurity
career_interest_other_xrisk
career_interest_rationality
career_interest_climate_change
career_interest_animals
career_interest_meta
career_interest_poverty
career_interest_cause_pri
career_interest_other
moral_philosophy
familiar_population_ethics
utilitarianism_type
dpe
dpe2
permissions_next_survey_email
permissions_followup_surveys
permissions_cea_share
permissions_cea_share_name
permissions_cea_share_linkedin
permissions_cea_share_cv
permissions_cea_share_email
permissions_cea_share_all
permissions_make_ea_hub
ea_id
currency
donate_2018_c
plan_donate_2019_c
donate_RC_2018_c
donate_ea_fund_meta_2018_c
donate_ea_fund_animal_welfare_2018_c
donate_ea_fund_ltf_2018_c
donate_ea_fund_global_health_2018_c
donate_80K_2018_c
donate_cfar_2018_c
donate_miri_2018_c
donate_gf_2018_c
donate_ace_2018_c
donate_mfa_2018_c
donate_cea_2018_c
donate_dtw_2018_c
donate_gw_2018_c
donate_sci_2018_c
donate_gd_2018_c
donate_ef_2018_c
donate_amf_2018_c
donate_thl_2018_c
income_2018_c
p_donate_2018
cause_import_animal_welfare_b
cause_import_cause_prioritization_b
cause_import_biosecurity_b
cause_import_climate_change_b
cause_import_nuclear_security_b
cause_import_ai_b
cause_import_mental_health_b
cause_import_poverty_b
cause_import_rationality_b
cause_import_meta_b
cause_import_xrisk_other_b
cause_import_other_b
cause_import_other_which_b
left
gender_b
veg_b
donate_cause_meta_2018_c
donate_cause_cause_pri_2018_c
donate_cause_poverty_2018_c
donate_cause_animal_welfare_2018_c
donate_cause_far_future_2018_c
student
age

#Variables

referrer

Distribution

Distribution of values for referrer

Distribution of values for referrer

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
referrer numeric 0 1 2.5e+08 2.5e+08 2.5e+08 2.5e+08 486657 ▇▆▃▁▁ NA

sincere

Distribution

Distribution of values for sincere

Distribution of values for sincere

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
sincere logical 0 1 TRU: 2513 1 NA

is_ea1

Distribution

Distribution of values for is_ea1

Distribution of values for is_ea1

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
is_ea1 logical 0 1 TRU: 2513 1 NA

is_ea2

Distribution

Distribution of values for is_ea2

Distribution of values for is_ea2

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
is_ea2 logical 0 1 TRU: 2513 1 NA

first_heard_EA

Distribution

Distribution of values for first_heard_EA

Distribution of values for first_heard_EA

376 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
first_heard_EA character 376 0.85 23 0 4 51 0 NA

first_heard_EA_other

Distribution

Distribution of values for first_heard_EA_other

Distribution of values for first_heard_EA_other

2330 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
first_heard_EA_other character 2330 0.07 158 0 3 558 0 NA

first_heard_EA_which_book

Distribution

Distribution of values for first_heard_EA_which_book

Distribution of values for first_heard_EA_which_book

1281 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
first_heard_EA_which_book character 1281 0.49 1161 0 3 830 0 NA

list_personal_connections

Distribution

Distribution of values for list_personal_connections

Distribution of values for list_personal_connections

1687 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
list_personal_connections character 1687 0.33 763 0 1 997 0 NA

involved_tlycs

Distribution

Distribution of values for involved_tlycs

Distribution of values for involved_tlycs

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
involved_tlycs logical 0 1 FAL: 2345, TRU: 168 0.07 NA

involved_local_EA

Distribution

Distribution of values for involved_local_EA

Distribution of values for involved_local_EA

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
involved_local_EA logical 0 1 FAL: 2015, TRU: 498 0.2 NA

involved_lesswrong

Distribution

Distribution of values for involved_lesswrong

Distribution of values for involved_lesswrong

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
involved_lesswrong logical 0 1 FAL: 2065, TRU: 448 0.18 NA

involved_givewell

Distribution

Distribution of values for involved_givewell

Distribution of values for involved_givewell

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
involved_givewell logical 0 1 FAL: 1630, TRU: 883 0.35 NA

involved_ace

Distribution

Distribution of values for involved_ace

Distribution of values for involved_ace

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
involved_ace logical 0 1 FAL: 2355, TRU: 158 0.06 NA

involved_ssc

Distribution

Distribution of values for involved_ssc

Distribution of values for involved_ssc

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
involved_ssc logical 0 1 FAL: 2093, TRU: 420 0.17 NA

involved_online_ea

Distribution

Distribution of values for involved_online_ea

Distribution of values for involved_online_ea

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
involved_online_ea logical 0 1 FAL: 2059, TRU: 454 0.18 NA

involved_personal_contact

Distribution

Distribution of values for involved_personal_contact

Distribution of values for involved_personal_contact

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
involved_personal_contact logical 0 1 FAL: 1794, TRU: 719 0.29 NA

involved_80K

Distribution

Distribution of values for involved_80K

Distribution of values for involved_80K

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
involved_80K logical 0 1 FAL: 1526, TRU: 987 0.39 NA

involved_GWWC

Distribution

Distribution of values for involved_GWWC

Distribution of values for involved_GWWC

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
involved_GWWC logical 0 1 FAL: 1979, TRU: 534 0.21 NA

involved_ea_global

Distribution

Distribution of values for involved_ea_global

Distribution of values for involved_ea_global

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
involved_ea_global logical 0 1 FAL: 2301, TRU: 212 0.08 NA

involved_ea_global_x

Distribution

Distribution of values for involved_ea_global_x

Distribution of values for involved_ea_global_x

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
involved_ea_global_x logical 0 1 FAL: 2420, TRU: 93 0.04 NA

involved_book_blog

Distribution

Distribution of values for involved_book_blog

Distribution of values for involved_book_blog

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
involved_book_blog logical 0 1 FAL: 1893, TRU: 620 0.25 NA

involved_podcast

Distribution

Distribution of values for involved_podcast

Distribution of values for involved_podcast

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
involved_podcast logical 0 1 FAL: 2213, TRU: 300 0.12 NA

involved_swiss

Distribution

Distribution of values for involved_swiss

Distribution of values for involved_swiss

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
involved_swiss logical 0 1 FAL: 2448, TRU: 65 0.03 NA

involved_none_of_the_above

Distribution

Distribution of values for involved_none_of_the_above

Distribution of values for involved_none_of_the_above

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
involved_none_of_the_above logical 0 1 FAL: 2464, TRU: 49 0.02 NA

involved_other

Distribution

Distribution of values for involved_other

Distribution of values for involved_other

2253 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
involved_other character 2253 0.1 234 0 1 591 0 NA

which_year_EA

Distribution

Distribution of values for which_year_EA

Distribution of values for which_year_EA

384 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
which_year_EA character 384 0.85 12 0 4 16 0 NA

member_ea_fb

Distribution

Distribution of values for member_ea_fb

Distribution of values for member_ea_fb

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
member_ea_fb logical 0 1 FAL: 1487, TRU: 1026 0.41 NA

member_ea_forum

Distribution

Distribution of values for member_ea_forum

Distribution of values for member_ea_forum

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
member_ea_forum logical 0 1 FAL: 1900, TRU: 613 0.24 NA

member_lw

Distribution

Distribution of values for member_lw

Distribution of values for member_lw

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
member_lw logical 0 1 FAL: 2112, TRU: 401 0.16 NA

member_local_group

Distribution

Distribution of values for member_local_group

Distribution of values for member_local_group

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
member_local_group logical 0 1 FAL: 1606, TRU: 907 0.36 NA

which_local_group

Distribution

Distribution of values for which_local_group

Distribution of values for which_local_group

1612 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
which_local_group character 1612 0.36 613 0 1 409 0 NA

which_university

Distribution

Distribution of values for which_university

Distribution of values for which_university

944 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
which_university character 944 0.62 981 0 3 288 0 NA

member_none_of_the_above

Distribution

Distribution of values for member_none_of_the_above

Distribution of values for member_none_of_the_above

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
member_none_of_the_above logical 0 1 FAL: 1915, TRU: 598 0.24 NA

member_other

Distribution

Distribution of values for member_other

Distribution of values for member_other

2377 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
member_other character 2377 0.05 129 0 4 222 0 NA

member_gwwc

Distribution

Distribution of values for member_gwwc

Distribution of values for member_gwwc

440 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
member_gwwc logical 440 0.82 FAL: 1410, TRU: 663 0.32 NA

gwwc_year

Distribution

Distribution of values for gwwc_year

Distribution of values for gwwc_year

1894 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
gwwc_year numeric 1894 0.25 2009 2017 2019 2016 2.1 ▁▂▅▇▇ NA

ea_engaged_scale

Distribution

Distribution of values for ea_engaged_scale

Distribution of values for ea_engaged_scale

388 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
ea_engaged_scale numeric 388 0.85 1 3 5 3.4 1.1 ▁▅▇▅▅ NA

activity_applied_eag

Distribution

Distribution of values for activity_applied_eag

Distribution of values for activity_applied_eag

522 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
activity_applied_eag logical 522 0.79 FAL: 1329, TRU: 662 0.33 NA

activity_attended_eag

Distribution

Distribution of values for activity_attended_eag

Distribution of values for activity_attended_eag

522 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
activity_attended_eag logical 522 0.79 FAL: 1401, TRU: 590 0.3 NA

activity_read_ea_book

Distribution

Distribution of values for activity_read_ea_book

Distribution of values for activity_read_ea_book

522 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
activity_read_ea_book logical 522 0.79 TRU: 1283, FAL: 708 0.64 NA

activity_ea_forum_posted

Distribution

Distribution of values for activity_ea_forum_posted

Distribution of values for activity_ea_forum_posted

522 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
activity_ea_forum_posted logical 522 0.79 FAL: 1733, TRU: 258 0.13 NA

activity_ea_forum_commented

Distribution

Distribution of values for activity_ea_forum_commented

Distribution of values for activity_ea_forum_commented

522 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
activity_ea_forum_commented logical 522 0.79 FAL: 1553, TRU: 438 0.22 NA

activity_wrote_not_ea_forum

Distribution

Distribution of values for activity_wrote_not_ea_forum

Distribution of values for activity_wrote_not_ea_forum

522 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
activity_wrote_not_ea_forum logical 522 0.79 FAL: 1598, TRU: 393 0.2 NA

activity_ea_fb

Distribution

Distribution of values for activity_ea_fb

Distribution of values for activity_ea_fb

522 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
activity_ea_fb logical 522 0.79 FAL: 1448, TRU: 543 0.27 NA

activity_organized_ea_event

Distribution

Distribution of values for activity_organized_ea_event

Distribution of values for activity_organized_ea_event

522 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
activity_organized_ea_event logical 522 0.79 FAL: 1401, TRU: 590 0.3 NA

activity_ea_local_leader

Distribution

Distribution of values for activity_ea_local_leader

Distribution of values for activity_ea_local_leader

522 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
activity_ea_local_leader logical 522 0.79 FAL: 1563, TRU: 428 0.21 NA

activity_applied_ea_org_job

Distribution

Distribution of values for activity_applied_ea_org_job

Distribution of values for activity_applied_ea_org_job

522 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
activity_applied_ea_org_job logical 522 0.79 FAL: 1466, TRU: 525 0.26 NA

activity_employed_ea_org

Distribution

Distribution of values for activity_employed_ea_org

Distribution of values for activity_employed_ea_org

522 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
activity_employed_ea_org logical 522 0.79 FAL: 1728, TRU: 263 0.13 NA

ea_org_employed

Distribution

Distribution of values for ea_org_employed

Distribution of values for ea_org_employed

2306 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
ea_org_employed character 2306 0.08 1 0 36 36 0 NA

activity_volunteer_ea_org

Distribution

Distribution of values for activity_volunteer_ea_org

Distribution of values for activity_volunteer_ea_org

522 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
activity_volunteer_ea_org logical 522 0.79 FAL: 1615, TRU: 376 0.19 NA

80K_coach_applied {#80K_coach_applied .tabset}

Distribution {#80K_coach_applied_distribution}

Distribution of values for 80K_coach_applied

Distribution of values for 80K_coach_applied

0 missing values.

Summary statistics {#80K_coach_applied_summary}

name data_type n_missing complete_rate count mean label
80K_coach_applied logical 0 1 FAL: 2057, TRU: 456 0.18 NA

done_80K

Distribution

Distribution of values for done_80K

Distribution of values for done_80K

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
done_80K logical 0 1 FAL: 2272, TRU: 241 0.1 NA

activity_ea_plan_change

Distribution

Distribution of values for activity_ea_plan_change

Distribution of values for activity_ea_plan_change

522 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
activity_ea_plan_change logical 522 0.79 TRU: 1025, FAL: 966 0.51 NA

activity_ea_donate

Distribution

Distribution of values for activity_ea_donate

Distribution of values for activity_ea_donate

522 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
activity_ea_donate logical 522 0.79 TRU: 1622, FAL: 369 0.81 NA

employed_at_80K

Distribution

Distribution of values for employed_at_80K

Distribution of values for employed_at_80K

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
employed_at_80K logical 0 1 TRU: 2513 1 NA

employed_at_AI_impacts

Distribution

Distribution of values for employed_at_AI_impacts

Distribution of values for employed_at_AI_impacts

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
employed_at_AI_impacts logical 0 1 TRU: 2513 1 NA

employed_at_ace

Distribution

Distribution of values for employed_at_ace

Distribution of values for employed_at_ace

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
employed_at_ace logical 0 1 TRU: 2513 1 NA

employed_at_cfar

Distribution

Distribution of values for employed_at_cfar

Distribution of values for employed_at_cfar

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
employed_at_cfar logical 0 1 TRU: 2513 1 NA

employed_at_cea

Distribution

Distribution of values for employed_at_cea

Distribution of values for employed_at_cea

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
employed_at_cea logical 0 1 TRU: 2513 1 NA

employed_at_cser

Distribution

Distribution of values for employed_at_cser

Distribution of values for employed_at_cser

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
employed_at_cser logical 0 1 TRU: 2513 1 NA

employed_at_chai

Distribution

Distribution of values for employed_at_chai

Distribution of values for employed_at_chai

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
employed_at_chai logical 0 1 TRU: 2513 1 NA

employed_at_cs

Distribution

Distribution of values for employed_at_cs

Distribution of values for employed_at_cs

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
employed_at_cs logical 0 1 TRU: 2513 1 NA

employed_at_deep_mind

Distribution

Distribution of values for employed_at_deep_mind

Distribution of values for employed_at_deep_mind

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
employed_at_deep_mind logical 0 1 TRU: 2513 1 NA

employed_at_fri

Distribution

Distribution of values for employed_at_fri

Distribution of values for employed_at_fri

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
employed_at_fri logical 0 1 TRU: 2513 1 NA

employed_at_fhi

Distribution

Distribution of values for employed_at_fhi

Distribution of values for employed_at_fhi

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
employed_at_fhi logical 0 1 TRU: 2513 1 NA

employed_at_givewell

Distribution

Distribution of values for employed_at_givewell

Distribution of values for employed_at_givewell

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
employed_at_givewell logical 0 1 TRU: 2513 1 NA

employed_at_gpi

Distribution

Distribution of values for employed_at_gpi

Distribution of values for employed_at_gpi

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
employed_at_gpi logical 0 1 TRU: 2513 1 NA

employed_at_lw

Distribution

Distribution of values for employed_at_lw

Distribution of values for employed_at_lw

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
employed_at_lw logical 0 1 TRU: 2513 1 NA

employed_at_miri

Distribution

Distribution of values for employed_at_miri

Distribution of values for employed_at_miri

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
employed_at_miri logical 0 1 TRU: 2513 1 NA

employed_at_openphil

Distribution

Distribution of values for employed_at_openphil

Distribution of values for employed_at_openphil

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
employed_at_openphil logical 0 1 TRU: 2513 1 NA

employed_at_openai

Distribution

Distribution of values for employed_at_openai

Distribution of values for employed_at_openai

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
employed_at_openai logical 0 1 TRU: 2513 1 NA

employed_at_rc

Distribution

Distribution of values for employed_at_rc

Distribution of values for employed_at_rc

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
employed_at_rc logical 0 1 TRU: 2513 1 NA

employed_at_si

Distribution

Distribution of values for employed_at_si

Distribution of values for employed_at_si

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
employed_at_si logical 0 1 TRU: 2513 1 NA

employed_at_other

Distribution

Distribution of values for employed_at_other

Distribution of values for employed_at_other

2335 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
employed_at_other character 2335 0.07 136 0 1 808 0 NA

cause_import_animal_welfare

Distribution

Distribution of values for cause_import_animal_welfare

Distribution of values for cause_import_animal_welfare

504 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_animal_welfare character 504 0.8 6 0 25 75 0 NA

cause_import_cause_prioritization

Distribution

Distribution of values for cause_import_cause_prioritization

Distribution of values for cause_import_cause_prioritization

523 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_cause_prioritization character 523 0.79 6 0 25 75 0 NA

cause_import_biosecurity

Distribution

Distribution of values for cause_import_biosecurity

Distribution of values for cause_import_biosecurity

501 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_biosecurity character 501 0.8 6 0 25 75 0 NA

cause_import_climate_change

Distribution

Distribution of values for cause_import_climate_change

Distribution of values for cause_import_climate_change

500 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_climate_change character 500 0.8 6 0 25 75 0 NA

cause_import_nuclear_security

Distribution

Distribution of values for cause_import_nuclear_security

Distribution of values for cause_import_nuclear_security

511 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_nuclear_security character 511 0.8 6 0 25 75 0 NA

cause_import_ai

Distribution

Distribution of values for cause_import_ai

Distribution of values for cause_import_ai

495 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_ai character 495 0.8 6 0 25 75 0 NA

cause_import_mental_health

Distribution

Distribution of values for cause_import_mental_health

Distribution of values for cause_import_mental_health

524 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_mental_health character 524 0.79 6 0 25 75 0 NA

cause_import_poverty

Distribution

Distribution of values for cause_import_poverty

Distribution of values for cause_import_poverty

503 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_poverty character 503 0.8 6 0 25 75 0 NA

cause_import_rationality

Distribution

Distribution of values for cause_import_rationality

Distribution of values for cause_import_rationality

498 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_rationality character 498 0.8 6 0 25 75 0 NA

cause_import_meta

Distribution

Distribution of values for cause_import_meta

Distribution of values for cause_import_meta

515 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_meta character 515 0.8 6 0 25 75 0 NA

cause_import_xrisk_other

Distribution

Distribution of values for cause_import_xrisk_other

Distribution of values for cause_import_xrisk_other

502 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_xrisk_other character 502 0.8 6 0 25 75 0 NA

cause_import_other

Distribution

Distribution of values for cause_import_other

Distribution of values for cause_import_other

1949 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_other character 1949 0.22 6 0 25 75 0 NA

cause_import_other_which

Distribution

Distribution of values for cause_import_other_which

Distribution of values for cause_import_other_which

2164 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_other_which character 2164 0.14 332 0 2 810 0 NA

extra_extra_cause

Distribution

Distribution of values for extra_extra_cause

Distribution of values for extra_extra_cause

2028 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
extra_extra_cause character 2028 0.19 450 0 1 1475 0 NA

changed_causes

Distribution

Distribution of values for changed_causes

Distribution of values for changed_causes

569 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
changed_causes character 569 0.77 2 0 47 60 0 NA

previous_cause

Distribution

Distribution of values for previous_cause

Distribution of values for previous_cause

1706 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
previous_cause character 1706 0.32 342 0 2 587 0 NA

top_case

Distribution

Distribution of values for top_case

Distribution of values for top_case

490 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
top_case character 490 0.81 5 0 4 62 0 NA

income_2018

Distribution

Distribution of values for income_2018

Distribution of values for income_2018

791 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
income_2018 numeric 791 0.69 0 40000 1e+11 58300207 2.4e+09 ▇▁▁▁▁ NA

ea_career_type_ea_org

Distribution

Distribution of values for ea_career_type_ea_org

Distribution of values for ea_career_type_ea_org

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_career_type_ea_org logical 0 1 FAL: 1825, TRU: 688 0.27 NA

ea_career_type_non_profit

Distribution

Distribution of values for ea_career_type_non_profit

Distribution of values for ea_career_type_non_profit

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_career_type_non_profit logical 0 1 FAL: 2196, TRU: 317 0.13 NA

ea_career_type_etg

Distribution

Distribution of values for ea_career_type_etg

Distribution of values for ea_career_type_etg

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_career_type_etg logical 0 1 FAL: 1804, TRU: 709 0.28 NA

ea_career_type_non_etg_for_profit

Distribution

Distribution of values for ea_career_type_non_etg_for_profit

Distribution of values for ea_career_type_non_etg_for_profit

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_career_type_non_etg_for_profit logical 0 1 FAL: 2166, TRU: 347 0.14 NA

ea_career_type_non_academia_research

Distribution

Distribution of values for ea_career_type_non_academia_research

Distribution of values for ea_career_type_non_academia_research

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_career_type_non_academia_research logical 0 1 FAL: 2513 0 NA

ea_career_type_academia

Distribution

Distribution of values for ea_career_type_academia

Distribution of values for ea_career_type_academia

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_career_type_academia logical 0 1 FAL: 1973, TRU: 540 0.21 NA

ea_career_type_government

Distribution

Distribution of values for ea_career_type_government

Distribution of values for ea_career_type_government

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_career_type_government logical 0 1 FAL: 2145, TRU: 368 0.15 NA

ea_career_type_advocacy

Distribution

Distribution of values for ea_career_type_advocacy

Distribution of values for ea_career_type_advocacy

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_career_type_advocacy logical 0 1 FAL: 2090, TRU: 423 0.17 NA

ea_career_type_other

Distribution

Distribution of values for ea_career_type_other

Distribution of values for ea_career_type_other

2329 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
ea_career_type_other character 2329 0.07 173 0 3 466 0 NA

currency_donate_1

Distribution

Distribution of values for currency_donate_1

Distribution of values for currency_donate_1

566 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
currency_donate_1 character 566 0.77 11 0 10 27 0 NA

currency_donate_2

Distribution

Distribution of values for currency_donate_2

Distribution of values for currency_donate_2

2285 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
currency_donate_2 character 2285 0.09 108 0 1 77 0 NA

plan_donate_2019

Distribution

Distribution of values for plan_donate_2019

Distribution of values for plan_donate_2019

793 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
plan_donate_2019 numeric 793 0.68 0 1500 1e+13 5.8e+09 2.4e+11 ▇▁▁▁▁ NA

gender

Distribution

Distribution of values for gender

Distribution of values for gender

579 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
gender character 579 0.77 4 0 4 32 0 NA

race_white

Distribution

Distribution of values for race_white

Distribution of values for race_white

648 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
race_white logical 648 0.74 TRU: 1621, FAL: 244 0.87 NA

race_black

Distribution

Distribution of values for race_black

Distribution of values for race_black

648 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
race_black logical 648 0.74 FAL: 1839, TRU: 26 0.01 NA

race_hispanic

Distribution

Distribution of values for race_hispanic

Distribution of values for race_hispanic

648 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
race_hispanic logical 648 0.74 FAL: 1777, TRU: 88 0.05 NA

race_native_american

Distribution

Distribution of values for race_native_american

Distribution of values for race_native_american

648 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
race_native_american logical 648 0.74 FAL: 1861, TRU: 4 0 NA

race_pacific_islander

Distribution

Distribution of values for race_pacific_islander

Distribution of values for race_pacific_islander

648 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
race_pacific_islander logical 648 0.74 FAL: 1860, TRU: 5 0 NA

race_asian

Distribution

Distribution of values for race_asian

Distribution of values for race_asian

648 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
race_asian logical 648 0.74 FAL: 1680, TRU: 185 0.1 NA

race_other

Distribution

Distribution of values for race_other

Distribution of values for race_other

648 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
race_other logical 648 0.74 FAL: 1790, TRU: 75 0.04 NA

country

Distribution

Distribution of values for country

Distribution of values for country

595 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
country character 595 0.76 60 0 4 52 0 NA

city

Distribution

Distribution of values for city

Distribution of values for city

669 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
city character 669 0.73 29 0 4 24 0 NA

city_other

Distribution

Distribution of values for city_other

Distribution of values for city_other

1599 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
city_other character 1599 0.36 456 0 1 80 0 NA

veg

Distribution

Distribution of values for veg

Distribution of values for veg

568 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
veg character 568 0.77 6 0 5 44 0 NA

politics

Distribution

Distribution of values for politics

Distribution of values for politics

588 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
politics character 588 0.77 8 0 4 22 0 NA

politics_other

Distribution

Distribution of values for politics_other

Distribution of values for politics_other

2389 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
politics_other character 2389 0.05 107 0 2 290 0 NA

religion_atheist_agnostic

Distribution

Distribution of values for religion_atheist_agnostic

Distribution of values for religion_atheist_agnostic

622 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
religion_atheist_agnostic logical 622 0.75 TRU: 1624, FAL: 267 0.86 NA

religion_buddhist

Distribution

Distribution of values for religion_buddhist

Distribution of values for religion_buddhist

622 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
religion_buddhist logical 622 0.75 FAL: 1788, TRU: 103 0.05 NA

religion_christian

Distribution

Distribution of values for religion_christian

Distribution of values for religion_christian

622 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
religion_christian logical 622 0.75 FAL: 1693, TRU: 198 0.1 NA

religion_hindu

Distribution

Distribution of values for religion_hindu

Distribution of values for religion_hindu

622 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
religion_hindu logical 622 0.75 FAL: 1880, TRU: 11 0.01 NA

religion_jewish

Distribution

Distribution of values for religion_jewish

Distribution of values for religion_jewish

622 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
religion_jewish logical 622 0.75 FAL: 1838, TRU: 53 0.03 NA

religion_muslim

Distribution

Distribution of values for religion_muslim

Distribution of values for religion_muslim

622 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
religion_muslim logical 622 0.75 FAL: 1887, TRU: 4 0 NA

religion_sikh

Distribution

Distribution of values for religion_sikh

Distribution of values for religion_sikh

622 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
religion_sikh logical 622 0.75 FAL: 1889, TRU: 2 0 NA

religion_other

Distribution

Distribution of values for religion_other

Distribution of values for religion_other

622 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
religion_other logical 622 0.75 FAL: 1835, TRU: 56 0.03 NA

employed_full_time

Distribution

Distribution of values for employed_full_time

Distribution of values for employed_full_time

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
employed_full_time logical 0 1 FAL: 1543, TRU: 970 0.39 NA

employed_part_time

Distribution

Distribution of values for employed_part_time

Distribution of values for employed_part_time

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
employed_part_time logical 0 1 FAL: 2297, TRU: 216 0.09 NA

employed_self

Distribution

Distribution of values for employed_self

Distribution of values for employed_self

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
employed_self logical 0 1 FAL: 2329, TRU: 184 0.07 NA

employed_looking

Distribution

Distribution of values for employed_looking

Distribution of values for employed_looking

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
employed_looking logical 0 1 FAL: 2405, TRU: 108 0.04 NA

employed_not_looking

Distribution

Distribution of values for employed_not_looking

Distribution of values for employed_not_looking

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
employed_not_looking logical 0 1 FAL: 2481, TRU: 32 0.01 NA

employed_homemaker

Distribution

Distribution of values for employed_homemaker

Distribution of values for employed_homemaker

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
employed_homemaker logical 0 1 FAL: 2502, TRU: 11 0 NA

employed_retired

Distribution

Distribution of values for employed_retired

Distribution of values for employed_retired

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
employed_retired logical 0 1 FAL: 2457, TRU: 56 0.02 NA

employed_student_part

Distribution

Distribution of values for employed_student_part

Distribution of values for employed_student_part

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
employed_student_part logical 0 1 FAL: 2425, TRU: 88 0.04 NA

employed_student_full

Distribution

Distribution of values for employed_student_full

Distribution of values for employed_student_full

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
employed_student_full logical 0 1 FAL: 1988, TRU: 525 0.21 NA

education

Distribution

Distribution of values for education

Distribution of values for education

552 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
education character 552 0.78 8 0 15 23 0 NA

studied_cs

Distribution

Distribution of values for studied_cs

Distribution of values for studied_cs

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
studied_cs logical 0 1 FAL: 2045, TRU: 468 0.19 NA

studied_econ

Distribution

Distribution of values for studied_econ

Distribution of values for studied_econ

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
studied_econ logical 0 1 FAL: 2198, TRU: 315 0.13 NA

studied_engineering

Distribution

Distribution of values for studied_engineering

Distribution of values for studied_engineering

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
studied_engineering logical 0 1 FAL: 2313, TRU: 200 0.08 NA

studied_math

Distribution

Distribution of values for studied_math

Distribution of values for studied_math

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
studied_math logical 0 1 FAL: 2178, TRU: 335 0.13 NA

studied_medicine

Distribution

Distribution of values for studied_medicine

Distribution of values for studied_medicine

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
studied_medicine logical 0 1 FAL: 2443, TRU: 70 0.03 NA

studied_psych

Distribution

Distribution of values for studied_psych

Distribution of values for studied_psych

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
studied_psych logical 0 1 FAL: 2369, TRU: 144 0.06 NA

studied_phil

Distribution

Distribution of values for studied_phil

Distribution of values for studied_phil

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
studied_phil logical 0 1 FAL: 2257, TRU: 256 0.1 NA

studied_physics

Distribution

Distribution of values for studied_physics

Distribution of values for studied_physics

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
studied_physics logical 0 1 FAL: 2349, TRU: 164 0.07 NA

studied_humanities

Distribution

Distribution of values for studied_humanities

Distribution of values for studied_humanities

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
studied_humanities logical 0 1 FAL: 2262, TRU: 251 0.1 NA

studied_social_science

Distribution

Distribution of values for studied_social_science

Distribution of values for studied_social_science

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
studied_social_science logical 0 1 FAL: 2241, TRU: 272 0.11 NA

studied_other_science

Distribution

Distribution of values for studied_other_science

Distribution of values for studied_other_science

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
studied_other_science logical 0 1 FAL: 2312, TRU: 201 0.08 NA

studied_vocational

Distribution

Distribution of values for studied_vocational

Distribution of values for studied_vocational

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
studied_vocational logical 0 1 FAL: 2454, TRU: 59 0.02 NA

studied_other

Distribution

Distribution of values for studied_other

Distribution of values for studied_other

2206 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
studied_other character 2206 0.12 186 0 1 174 0 NA

experience_generalist_research

Distribution

Distribution of values for experience_generalist_research

Distribution of values for experience_generalist_research

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_generalist_research logical 0 1 FAL: 2437, TRU: 76 0.03 NA

experience_management

Distribution

Distribution of values for experience_management

Distribution of values for experience_management

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_management logical 0 1 FAL: 2299, TRU: 214 0.09 NA

experience_economics

Distribution

Distribution of values for experience_economics

Distribution of values for experience_economics

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_economics logical 0 1 FAL: 2423, TRU: 90 0.04 NA

experience_philosophy

Distribution

Distribution of values for experience_philosophy

Distribution of values for experience_philosophy

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_philosophy logical 0 1 FAL: 2445, TRU: 68 0.03 NA

experience_government

Distribution

Distribution of values for experience_government

Distribution of values for experience_government

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_government logical 0 1 FAL: 2395, TRU: 118 0.05 NA

experience_operations

Distribution

Distribution of values for experience_operations

Distribution of values for experience_operations

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_operations logical 0 1 FAL: 2382, TRU: 131 0.05 NA

experience_ml

Distribution

Distribution of values for experience_ml

Distribution of values for experience_ml

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_ml logical 0 1 FAL: 2410, TRU: 103 0.04 NA

experience_ai_safety

Distribution

Distribution of values for experience_ai_safety

Distribution of values for experience_ai_safety

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_ai_safety logical 0 1 FAL: 2500, TRU: 13 0.01 NA

experience_movement_building

Distribution

Distribution of values for experience_movement_building

Distribution of values for experience_movement_building

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_movement_building logical 0 1 FAL: 2429, TRU: 84 0.03 NA

experience_admin

Distribution

Distribution of values for experience_admin

Distribution of values for experience_admin

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_admin logical 0 1 FAL: 2421, TRU: 92 0.04 NA

experience_pa

Distribution

Distribution of values for experience_pa

Distribution of values for experience_pa

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_pa logical 0 1 FAL: 2488, TRU: 25 0.01 NA

experience_life_sciences

Distribution

Distribution of values for experience_life_sciences

Distribution of values for experience_life_sciences

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_life_sciences logical 0 1 FAL: 2401, TRU: 112 0.04 NA

experiences_marketing

Distribution

Distribution of values for experiences_marketing

Distribution of values for experiences_marketing

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experiences_marketing logical 0 1 FAL: 2423, TRU: 90 0.04 NA

experience_math

Distribution

Distribution of values for experience_math

Distribution of values for experience_math

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_math logical 0 1 FAL: 2311, TRU: 202 0.08 NA

experience_comms

Distribution

Distribution of values for experience_comms

Distribution of values for experience_comms

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_comms logical 0 1 FAL: 2441, TRU: 72 0.03 NA

experience_webdev

Distribution

Distribution of values for experience_webdev

Distribution of values for experience_webdev

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_webdev logical 0 1 FAL: 2361, TRU: 152 0.06 NA

experience_international_dev

Distribution

Distribution of values for experience_international_dev

Distribution of values for experience_international_dev

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_international_dev logical 0 1 FAL: 2447, TRU: 66 0.03 NA

experience_software

Distribution

Distribution of values for experience_software

Distribution of values for experience_software

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_software logical 0 1 FAL: 2185, TRU: 328 0.13 NA

experience_asset_management

Distribution

Distribution of values for experience_asset_management

Distribution of values for experience_asset_management

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_asset_management logical 0 1 FAL: 2472, TRU: 41 0.02 NA

experience_law

Distribution

Distribution of values for experience_law

Distribution of values for experience_law

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_law logical 0 1 FAL: 2456, TRU: 57 0.02 NA

experience_consulting

Distribution

Distribution of values for experience_consulting

Distribution of values for experience_consulting

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_consulting logical 0 1 FAL: 2378, TRU: 135 0.05 NA

experience_accounting

Distribution

Distribution of values for experience_accounting

Distribution of values for experience_accounting

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
experience_accounting logical 0 1 FAL: 2489, TRU: 24 0.01 NA

experience_other

Distribution

Distribution of values for experience_other

Distribution of values for experience_other

2291 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
experience_other character 2291 0.09 183 0 2 307 0 NA

ea_interest_change

Distribution

Distribution of values for ea_interest_change

Distribution of values for ea_interest_change

579 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
ea_interest_change character 579 0.77 7 0 19 22 0 NA

ea_community_excitement

Distribution

Distribution of values for ea_community_excitement

Distribution of values for ea_community_excitement

609 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
ea_community_excitement character 609 0.76 10 0 2 22 0 NA

ea_barrier_too_demanding

Distribution

Distribution of values for ea_barrier_too_demanding

Distribution of values for ea_barrier_too_demanding

925 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_barrier_too_demanding logical 925 0.63 FAL: 1366, TRU: 222 0.14 NA

ea_barrier_limited_advice

Distribution

Distribution of values for ea_barrier_limited_advice

Distribution of values for ea_barrier_limited_advice

925 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_barrier_limited_advice logical 925 0.63 FAL: 1332, TRU: 256 0.16 NA

ea_barrier_too_few_jobs

Distribution

Distribution of values for ea_barrier_too_few_jobs

Distribution of values for ea_barrier_too_few_jobs

925 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_barrier_too_few_jobs logical 925 0.63 FAL: 1074, TRU: 514 0.32 NA

ea_barrier_job_too_hard

Distribution

Distribution of values for ea_barrier_job_too_hard

Distribution of values for ea_barrier_job_too_hard

925 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_barrier_job_too_hard logical 925 0.63 FAL: 1178, TRU: 410 0.26 NA

ea_barrier_unclear_where_donate

Distribution

Distribution of values for ea_barrier_unclear_where_donate

Distribution of values for ea_barrier_unclear_where_donate

925 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_barrier_unclear_where_donate logical 925 0.63 FAL: 1491, TRU: 97 0.06 NA

ea_barrier_unclear_how_movement_building

Distribution

Distribution of values for ea_barrier_unclear_how_movement_building

Distribution of values for ea_barrier_unclear_how_movement_building

925 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_barrier_unclear_how_movement_building logical 925 0.63 FAL: 1252, TRU: 336 0.21 NA

ea_barrier_lack_mentor

Distribution

Distribution of values for ea_barrier_lack_mentor

Distribution of values for ea_barrier_lack_mentor

925 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_barrier_lack_mentor logical 925 0.63 FAL: 1315, TRU: 273 0.17 NA

ea_barrier_not_diverse

Distribution

Distribution of values for ea_barrier_not_diverse

Distribution of values for ea_barrier_not_diverse

925 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_barrier_not_diverse logical 925 0.63 FAL: 1383, TRU: 205 0.13 NA

ea_barrier_not_welcoming

Distribution

Distribution of values for ea_barrier_not_welcoming

Distribution of values for ea_barrier_not_welcoming

925 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_barrier_not_welcoming logical 925 0.63 FAL: 1436, TRU: 152 0.1 NA

ea_barrier_elitist

Distribution

Distribution of values for ea_barrier_elitist

Distribution of values for ea_barrier_elitist

925 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_barrier_elitist logical 925 0.63 FAL: 1324, TRU: 264 0.17 NA

ea_barrier_unsocial

Distribution

Distribution of values for ea_barrier_unsocial

Distribution of values for ea_barrier_unsocial

925 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_barrier_unsocial logical 925 0.63 FAL: 1424, TRU: 164 0.1 NA

ea_barrier_no_ea_friends

Distribution

Distribution of values for ea_barrier_no_ea_friends

Distribution of values for ea_barrier_no_ea_friends

925 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_barrier_no_ea_friends logical 925 0.63 FAL: 1105, TRU: 483 0.3 NA

ea_barrier_no_group

Distribution

Distribution of values for ea_barrier_no_group

Distribution of values for ea_barrier_no_group

925 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_barrier_no_group logical 925 0.63 FAL: 1325, TRU: 263 0.17 NA

ea_barrier_no_ea_content

Distribution

Distribution of values for ea_barrier_no_ea_content

Distribution of values for ea_barrier_no_ea_content

925 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_barrier_no_ea_content logical 925 0.63 FAL: 1485, TRU: 103 0.06 NA

ea_barrier_no_barrier

Distribution

Distribution of values for ea_barrier_no_barrier

Distribution of values for ea_barrier_no_barrier

925 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_barrier_no_barrier logical 925 0.63 FAL: 1448, TRU: 140 0.09 NA

ea_involve_ea_career

Distribution

Distribution of values for ea_involve_ea_career

Distribution of values for ea_involve_ea_career

1500 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
ea_involve_ea_career character 1500 0.4 1 0 43 43 0 NA

ea_involve_volunteer

Distribution

Distribution of values for ea_involve_volunteer

Distribution of values for ea_involve_volunteer

1892 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
ea_involve_volunteer character 1892 0.25 1 0 62 62 0 NA

ea_involve_ea_events

Distribution

Distribution of values for ea_involve_ea_events

Distribution of values for ea_involve_ea_events

2100 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
ea_involve_ea_events character 2100 0.16 1 0 36 36 0 NA

ea_involve_give

Distribution

Distribution of values for ea_involve_give

Distribution of values for ea_involve_give

1554 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
ea_involve_give character 1554 0.38 1 0 9 9 0 NA

ea_involve_education

Distribution

Distribution of values for ea_involve_education

Distribution of values for ea_involve_education

2016 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
ea_involve_education character 2016 0.2 1 0 41 41 0 NA

ea_involve_local_group

Distribution

Distribution of values for ea_involve_local_group

Distribution of values for ea_involve_local_group

1769 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
ea_involve_local_group character 1769 0.3 1 0 39 39 0 NA

ea_involve_global_events

Distribution

Distribution of values for ea_involve_global_events

Distribution of values for ea_involve_global_events

2005 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
ea_involve_global_events character 2005 0.2 1 0 53 53 0 NA

ea_involve_social

Distribution

Distribution of values for ea_involve_social

Distribution of values for ea_involve_social

1753 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
ea_involve_social character 1753 0.3 1 0 31 31 0 NA

retention_gwwc

Distribution

Distribution of values for retention_gwwc

Distribution of values for retention_gwwc

891 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
retention_gwwc logical 891 0.65 FAL: 1429, TRU: 193 0.12 NA

retention_givewell

Distribution

Distribution of values for retention_givewell

Distribution of values for retention_givewell

891 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
retention_givewell logical 891 0.65 FAL: 1314, TRU: 308 0.19 NA

retention_ea_funds

Distribution

Distribution of values for retention_ea_funds

Distribution of values for retention_ea_funds

891 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
retention_ea_funds logical 891 0.65 FAL: 1455, TRU: 167 0.1 NA

retention_donation_other

Distribution

Distribution of values for retention_donation_other

Distribution of values for retention_donation_other

891 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
retention_donation_other logical 891 0.65 FAL: 1469, TRU: 153 0.09 NA

retention_ea_project

Distribution

Distribution of values for retention_ea_project

Distribution of values for retention_ea_project

891 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
retention_ea_project logical 891 0.65 FAL: 1382, TRU: 240 0.15 NA

retention_eag

Distribution

Distribution of values for retention_eag

Distribution of values for retention_eag

891 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
retention_eag logical 891 0.65 FAL: 1421, TRU: 201 0.12 NA

retention_eagx

Distribution

Distribution of values for retention_eagx

Distribution of values for retention_eagx

891 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
retention_eagx logical 891 0.65 FAL: 1528, TRU: 94 0.06 NA

retention_local_group

Distribution

Distribution of values for retention_local_group

Distribution of values for retention_local_group

891 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
retention_local_group logical 891 0.65 FAL: 1154, TRU: 468 0.29 NA

retention_local_group_leader

Distribution

Distribution of values for retention_local_group_leader

Distribution of values for retention_local_group_leader

891 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
retention_local_group_leader logical 891 0.65 FAL: 1377, TRU: 245 0.15 NA

retention_personal_contact

Distribution

Distribution of values for retention_personal_contact

Distribution of values for retention_personal_contact

891 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
retention_personal_contact logical 891 0.65 FAL: 878, TRU: 744 0.46 NA

retention_ea_forum

Distribution

Distribution of values for retention_ea_forum

Distribution of values for retention_ea_forum

891 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
retention_ea_forum logical 891 0.65 FAL: 1384, TRU: 238 0.15 NA

retention_ssc

Distribution

Distribution of values for retention_ssc

Distribution of values for retention_ssc

891 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
retention_ssc logical 891 0.65 FAL: 1262, TRU: 360 0.22 NA

retention_lw

Distribution

Distribution of values for retention_lw

Distribution of values for retention_lw

891 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
retention_lw logical 891 0.65 FAL: 1427, TRU: 195 0.12 NA

retention_ea_fb

Distribution

Distribution of values for retention_ea_fb

Distribution of values for retention_ea_fb

891 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
retention_ea_fb logical 891 0.65 FAL: 1511, TRU: 111 0.07 NA

retention_ea_discord

Distribution

Distribution of values for retention_ea_discord

Distribution of values for retention_ea_discord

891 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
retention_ea_discord logical 891 0.65 FAL: 1592, TRU: 30 0.02 NA

retention_future_perfect

Distribution

Distribution of values for retention_future_perfect

Distribution of values for retention_future_perfect

891 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
retention_future_perfect logical 891 0.65 FAL: 1467, TRU: 155 0.1 NA

heard_survey_ea_fb

Distribution

Distribution of values for heard_survey_ea_fb

Distribution of values for heard_survey_ea_fb

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
heard_survey_ea_fb logical 0 1 FAL: 2306, TRU: 207 0.08 NA

heard_survey_other_fb

Distribution

Distribution of values for heard_survey_other_fb

Distribution of values for heard_survey_other_fb

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
heard_survey_other_fb logical 0 1 FAL: 2305, TRU: 208 0.08 NA

heard_survey_other_social

Distribution

Distribution of values for heard_survey_other_social

Distribution of values for heard_survey_other_social

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
heard_survey_other_social logical 0 1 FAL: 2361, TRU: 152 0.06 NA

heard_survey_ea_newsletter

Distribution

Distribution of values for heard_survey_ea_newsletter

Distribution of values for heard_survey_ea_newsletter

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
heard_survey_ea_newsletter logical 0 1 FAL: 1726, TRU: 787 0.31 NA

heard_survey_ace

Distribution

Distribution of values for heard_survey_ace

Distribution of values for heard_survey_ace

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
heard_survey_ace logical 0 1 FAL: 2510, TRU: 3 0 NA

heard_survey_gwwc

Distribution

Distribution of values for heard_survey_gwwc

Distribution of values for heard_survey_gwwc

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
heard_survey_gwwc logical 0 1 FAL: 2505, TRU: 8 0 NA

heard_survey_other_ea_org

Distribution

Distribution of values for heard_survey_other_ea_org

Distribution of values for heard_survey_other_ea_org

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
heard_survey_other_ea_org logical 0 1 FAL: 2468, TRU: 45 0.02 NA

heard_survey_friend

Distribution

Distribution of values for heard_survey_friend

Distribution of values for heard_survey_friend

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
heard_survey_friend logical 0 1 FAL: 2403, TRU: 110 0.04 NA

heard_survey_lw

Distribution

Distribution of values for heard_survey_lw

Distribution of values for heard_survey_lw

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
heard_survey_lw logical 0 1 FAL: 2484, TRU: 29 0.01 NA

heard_survey_local_group

Distribution

Distribution of values for heard_survey_local_group

Distribution of values for heard_survey_local_group

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
heard_survey_local_group logical 0 1 FAL: 2403, TRU: 110 0.04 NA

heard_survey_ssc

Distribution

Distribution of values for heard_survey_ssc

Distribution of values for heard_survey_ssc

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
heard_survey_ssc logical 0 1 FAL: 2267, TRU: 246 0.1 NA

heard_survey_ea_forum

Distribution

Distribution of values for heard_survey_ea_forum

Distribution of values for heard_survey_ea_forum

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
heard_survey_ea_forum logical 0 1 FAL: 2436, TRU: 77 0.03 NA

heard_survey_80K

Distribution

Distribution of values for heard_survey_80K

Distribution of values for heard_survey_80K

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
heard_survey_80K logical 0 1 FAL: 2270, TRU: 243 0.1 NA

heard_survey_other

Distribution

Distribution of values for heard_survey_other

Distribution of values for heard_survey_other

2295 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
heard_survey_other character 2295 0.09 150 0 2 274 0 NA

ea_know_favor

Distribution

Distribution of values for ea_know_favor

Distribution of values for ea_know_favor

934 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
ea_know_favor character 934 0.63 7 0 1 7 0 NA

ea_know_drift

Distribution

Distribution of values for ea_know_drift

Distribution of values for ea_know_drift

961 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
ea_know_drift character 961 0.62 2 0 2 3 0 NA

ea_know_drift_involved

Distribution

Distribution of values for ea_know_drift_involved

Distribution of values for ea_know_drift_involved

2050 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
ea_know_drift_involved character 2050 0.18 5 0 114 336 0 NA

ea_know_drift_reason_disagreed_premise

Distribution

Distribution of values for ea_know_drift_reason_disagreed_premise

Distribution of values for ea_know_drift_reason_disagreed_premise

2093 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_know_drift_reason_disagreed_premise logical 2093 0.17 FAL: 367, TRU: 53 0.13 NA

ea_know_drift_reason_underexposed

Distribution

Distribution of values for ea_know_drift_reason_underexposed

Distribution of values for ea_know_drift_reason_underexposed

2093 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_know_drift_reason_underexposed logical 2093 0.17 FAL: 391, TRU: 29 0.07 NA

ea_know_drift_reason_uninterested

Distribution

Distribution of values for ea_know_drift_reason_uninterested

Distribution of values for ea_know_drift_reason_uninterested

2093 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_know_drift_reason_uninterested logical 2093 0.17 FAL: 295, TRU: 125 0.3 NA

ea_know_drift_reason_no_friends

Distribution

Distribution of values for ea_know_drift_reason_no_friends

Distribution of values for ea_know_drift_reason_no_friends

2093 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_know_drift_reason_no_friends logical 2093 0.17 FAL: 317, TRU: 103 0.25 NA

ea_know_drift_reason_no_opportunity

Distribution

Distribution of values for ea_know_drift_reason_no_opportunity

Distribution of values for ea_know_drift_reason_no_opportunity

2093 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_know_drift_reason_no_opportunity logical 2093 0.17 FAL: 307, TRU: 113 0.27 NA

ea_know_drift_reason_offended

Distribution

Distribution of values for ea_know_drift_reason_offended

Distribution of values for ea_know_drift_reason_offended

2093 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_know_drift_reason_offended logical 2093 0.17 FAL: 366, TRU: 54 0.13 NA

ea_know_drift_reason_bad_experience

Distribution

Distribution of values for ea_know_drift_reason_bad_experience

Distribution of values for ea_know_drift_reason_bad_experience

2093 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_know_drift_reason_bad_experience logical 2093 0.17 FAL: 307, TRU: 113 0.27 NA

ea_know_drift_reason_misunderstood

Distribution

Distribution of values for ea_know_drift_reason_misunderstood

Distribution of values for ea_know_drift_reason_misunderstood

2093 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_know_drift_reason_misunderstood logical 2093 0.17 FAL: 405, TRU: 15 0.04 NA

ea_know_drift_reason_life_change

Distribution

Distribution of values for ea_know_drift_reason_life_change

Distribution of values for ea_know_drift_reason_life_change

2093 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_know_drift_reason_life_change logical 2093 0.17 FAL: 338, TRU: 82 0.2 NA

ea_dont_know_drift_reason

Distribution

Distribution of values for ea_dont_know_drift_reason

Distribution of values for ea_dont_know_drift_reason

2093 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
ea_dont_know_drift_reason logical 2093 0.17 FAL: 327, TRU: 93 0.22 NA

current_work_mental_health

Distribution

Distribution of values for current_work_mental_health

Distribution of values for current_work_mental_health

1762 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
current_work_mental_health logical 1762 0.3 FAL: 607, TRU: 144 0.19 NA

current_work_ai_risk

Distribution

Distribution of values for current_work_ai_risk

Distribution of values for current_work_ai_risk

1762 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
current_work_ai_risk logical 1762 0.3 FAL: 566, TRU: 185 0.25 NA

current_work_nuclear_security

Distribution

Distribution of values for current_work_nuclear_security

Distribution of values for current_work_nuclear_security

1762 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
current_work_nuclear_security logical 1762 0.3 FAL: 720, TRU: 31 0.04 NA

current_work_biosecurity

Distribution

Distribution of values for current_work_biosecurity

Distribution of values for current_work_biosecurity

1762 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
current_work_biosecurity logical 1762 0.3 FAL: 698, TRU: 53 0.07 NA

current_work_other_xrisk

Distribution

Distribution of values for current_work_other_xrisk

Distribution of values for current_work_other_xrisk

1762 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
current_work_other_xrisk logical 1762 0.3 FAL: 691, TRU: 60 0.08 NA

current_work_rationality

Distribution

Distribution of values for current_work_rationality

Distribution of values for current_work_rationality

1762 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
current_work_rationality logical 1762 0.3 FAL: 526, TRU: 225 0.3 NA

current_work_climate_change

Distribution

Distribution of values for current_work_climate_change

Distribution of values for current_work_climate_change

1762 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
current_work_climate_change logical 1762 0.3 FAL: 633, TRU: 118 0.16 NA

current_work_animals

Distribution

Distribution of values for current_work_animals

Distribution of values for current_work_animals

1762 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
current_work_animals logical 1762 0.3 FAL: 643, TRU: 108 0.14 NA

current_work_meta

Distribution

Distribution of values for current_work_meta

Distribution of values for current_work_meta

1762 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
current_work_meta logical 1762 0.3 FAL: 641, TRU: 110 0.15 NA

current_work_poverty

Distribution

Distribution of values for current_work_poverty

Distribution of values for current_work_poverty

1762 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
current_work_poverty logical 1762 0.3 FAL: 607, TRU: 144 0.19 NA

current_work_cause_pri

Distribution

Distribution of values for current_work_cause_pri

Distribution of values for current_work_cause_pri

1762 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
current_work_cause_pri logical 1762 0.3 FAL: 650, TRU: 101 0.13 NA

current_work_other

Distribution

Distribution of values for current_work_other

Distribution of values for current_work_other

1762 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
current_work_other logical 1762 0.3 FAL: 674, TRU: 77 0.1 NA

career_interest_mental_health

Distribution

Distribution of values for career_interest_mental_health

Distribution of values for career_interest_mental_health

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
career_interest_mental_health logical 0 1 FAL: 2206, TRU: 307 0.12 NA

career_interest_ai_risk

Distribution

Distribution of values for career_interest_ai_risk

Distribution of values for career_interest_ai_risk

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
career_interest_ai_risk logical 0 1 FAL: 2007, TRU: 506 0.2 NA

career_interest_nuclear_security

Distribution

Distribution of values for career_interest_nuclear_security

Distribution of values for career_interest_nuclear_security

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
career_interest_nuclear_security logical 0 1 FAL: 2365, TRU: 148 0.06 NA

career_interest_biosecurity

Distribution

Distribution of values for career_interest_biosecurity

Distribution of values for career_interest_biosecurity

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
career_interest_biosecurity logical 0 1 FAL: 2266, TRU: 247 0.1 NA

career_interest_other_xrisk

Distribution

Distribution of values for career_interest_other_xrisk

Distribution of values for career_interest_other_xrisk

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
career_interest_other_xrisk logical 0 1 FAL: 2201, TRU: 312 0.12 NA

career_interest_rationality

Distribution

Distribution of values for career_interest_rationality

Distribution of values for career_interest_rationality

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
career_interest_rationality logical 0 1 FAL: 1954, TRU: 559 0.22 NA

career_interest_climate_change

Distribution

Distribution of values for career_interest_climate_change

Distribution of values for career_interest_climate_change

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
career_interest_climate_change logical 0 1 FAL: 2114, TRU: 399 0.16 NA

career_interest_animals

Distribution

Distribution of values for career_interest_animals

Distribution of values for career_interest_animals

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
career_interest_animals logical 0 1 FAL: 2164, TRU: 349 0.14 NA

career_interest_meta

Distribution

Distribution of values for career_interest_meta

Distribution of values for career_interest_meta

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
career_interest_meta logical 0 1 FAL: 2108, TRU: 405 0.16 NA

career_interest_poverty

Distribution

Distribution of values for career_interest_poverty

Distribution of values for career_interest_poverty

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
career_interest_poverty logical 0 1 FAL: 2025, TRU: 488 0.19 NA

career_interest_cause_pri

Distribution

Distribution of values for career_interest_cause_pri

Distribution of values for career_interest_cause_pri

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
career_interest_cause_pri logical 0 1 FAL: 2084, TRU: 429 0.17 NA

career_interest_other

Distribution

Distribution of values for career_interest_other

Distribution of values for career_interest_other

2400 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
career_interest_other character 2400 0.04 110 0 2 173 0 NA

moral_philosophy

Distribution

Distribution of values for moral_philosophy

Distribution of values for moral_philosophy

1154 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
moral_philosophy character 1154 0.54 5 0 10 41 0 NA

familiar_population_ethics

Distribution

Distribution of values for familiar_population_ethics

Distribution of values for familiar_population_ethics

981 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
familiar_population_ethics character 981 0.61 5 0 13 19 0 NA

utilitarianism_type

Distribution

Distribution of values for utilitarianism_type

Distribution of values for utilitarianism_type

1093 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
utilitarianism_type character 1093 0.57 7 0 3 107 0 NA

dpe

Distribution

Distribution of values for dpe

Distribution of values for dpe

1255 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
dpe character 1255 0.5 2 0 39 109 0 NA

dpe2

Distribution

Distribution of values for dpe2

Distribution of values for dpe2

1667 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean hist label
dpe2 numeric 1667 0.34 0 1001 Inf Inf ▇▁▁▁▁ NA

permissions_next_survey_email

Distribution

Distribution of values for permissions_next_survey_email

Distribution of values for permissions_next_survey_email

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
permissions_next_survey_email logical 0 1 TRU: 1341, FAL: 1172 0.53 NA

permissions_followup_surveys

Distribution

Distribution of values for permissions_followup_surveys

Distribution of values for permissions_followup_surveys

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
permissions_followup_surveys logical 0 1 FAL: 1549, TRU: 964 0.38 NA

permissions_cea_share

Distribution

Distribution of values for permissions_cea_share

Distribution of values for permissions_cea_share

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
permissions_cea_share logical 0 1 FAL: 1632, TRU: 881 0.35 NA

permissions_cea_share_name

Distribution

Distribution of values for permissions_cea_share_name

Distribution of values for permissions_cea_share_name

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
permissions_cea_share_name logical 0 1 FAL: 1791, TRU: 722 0.29 NA

permissions_cea_share_linkedin

Distribution

Distribution of values for permissions_cea_share_linkedin

Distribution of values for permissions_cea_share_linkedin

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
permissions_cea_share_linkedin logical 0 1 FAL: 1981, TRU: 532 0.21 NA

permissions_cea_share_cv

Distribution

Distribution of values for permissions_cea_share_cv

Distribution of values for permissions_cea_share_cv

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
permissions_cea_share_cv logical 0 1 FAL: 2263, TRU: 250 0.1 NA

permissions_cea_share_email

Distribution

Distribution of values for permissions_cea_share_email

Distribution of values for permissions_cea_share_email

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
permissions_cea_share_email logical 0 1 FAL: 1780, TRU: 733 0.29 NA

permissions_cea_share_all

Distribution

Distribution of values for permissions_cea_share_all

Distribution of values for permissions_cea_share_all

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
permissions_cea_share_all logical 0 1 FAL: 1874, TRU: 639 0.25 NA

permissions_make_ea_hub

Distribution

Distribution of values for permissions_make_ea_hub

Distribution of values for permissions_make_ea_hub

930 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
permissions_make_ea_hub character 930 0.63 2 0 68 90 0 NA

ea_id

Distribution

Distribution of values for ea_id

Distribution of values for ea_id

1059 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
ea_id character 1059 0.58 1450 0 32 32 0 NA

currency

Distribution

Distribution of values for currency

Distribution of values for currency

608 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
currency character 608 0.76 20 0 3 3 0 NA

plan_donate_2019_c

Distribution

Distribution of values for plan_donate_2019_c

Distribution of values for plan_donate_2019_c

831 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
plan_donate_2019_c numeric 831 0.67 0 1095 3e+06 10687 90501 ▇▁▁▁▁ NA

income_2018_c

Distribution

Distribution of values for income_2018_c

Distribution of values for income_2018_c

827 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
income_2018_c numeric 827 0.67 0 35184 7e+06 69037 239919 ▇▁▁▁▁ NA

p_donate_2018

Distribution

Distribution of values for p_donate_2018

Distribution of values for p_donate_2018

975 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
p_donate_2018 numeric 975 0.61 0 0.033 14 0.1 0.46 ▇▁▁▁▁ NA

cause_import_animal_welfare_b

Distribution

Distribution of values for cause_import_animal_welfare_b

Distribution of values for cause_import_animal_welfare_b

504 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_animal_welfare_b character 504 0.8 6 0 25 75 0 NA

cause_import_cause_prioritization_b

Distribution

Distribution of values for cause_import_cause_prioritization_b

Distribution of values for cause_import_cause_prioritization_b

523 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_cause_prioritization_b character 523 0.79 6 0 25 75 0 NA

cause_import_biosecurity_b

Distribution

Distribution of values for cause_import_biosecurity_b

Distribution of values for cause_import_biosecurity_b

501 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_biosecurity_b character 501 0.8 6 0 25 75 0 NA

cause_import_climate_change_b

Distribution

Distribution of values for cause_import_climate_change_b

Distribution of values for cause_import_climate_change_b

500 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_climate_change_b character 500 0.8 6 0 25 75 0 NA

cause_import_nuclear_security_b

Distribution

Distribution of values for cause_import_nuclear_security_b

Distribution of values for cause_import_nuclear_security_b

511 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_nuclear_security_b character 511 0.8 6 0 25 75 0 NA

cause_import_ai_b

Distribution

Distribution of values for cause_import_ai_b

Distribution of values for cause_import_ai_b

495 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_ai_b character 495 0.8 6 0 25 75 0 NA

cause_import_mental_health_b

Distribution

Distribution of values for cause_import_mental_health_b

Distribution of values for cause_import_mental_health_b

524 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_mental_health_b character 524 0.79 6 0 25 75 0 NA

cause_import_poverty_b

Distribution

Distribution of values for cause_import_poverty_b

Distribution of values for cause_import_poverty_b

503 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_poverty_b character 503 0.8 6 0 25 75 0 NA

cause_import_rationality_b

Distribution

Distribution of values for cause_import_rationality_b

Distribution of values for cause_import_rationality_b

498 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_rationality_b character 498 0.8 6 0 25 75 0 NA

cause_import_meta_b

Distribution

Distribution of values for cause_import_meta_b

Distribution of values for cause_import_meta_b

515 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_meta_b character 515 0.8 6 0 25 75 0 NA

cause_import_xrisk_other_b

Distribution

Distribution of values for cause_import_xrisk_other_b

Distribution of values for cause_import_xrisk_other_b

502 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_xrisk_other_b character 502 0.8 6 0 25 75 0 NA

cause_import_other_b

Distribution

Distribution of values for cause_import_other_b

Distribution of values for cause_import_other_b

1949 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_other_b character 1949 0.22 6 0 25 75 0 NA

cause_import_other_which_b

Distribution

Distribution of values for cause_import_other_which_b

Distribution of values for cause_import_other_which_b

2164 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
cause_import_other_which_b character 2164 0.14 332 0 2 810 0 NA

left

Distribution

Distribution of values for left

Distribution of values for left

588 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
left logical 588 0.77 TRU: 1309, FAL: 616 0.68 NA

gender_b

Distribution

Distribution of values for gender_b

Distribution of values for gender_b

661 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
gender_b character 661 0.74 2 0 4 6 0 NA

veg_b

Distribution

Distribution of values for veg_b

Distribution of values for veg_b

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
veg_b logical 0 1 FAL: 1615, TRU: 898 0.36 NA

student

Distribution

Distribution of values for student

Distribution of values for student

0 missing values.

Summary statistics

name data_type n_missing complete_rate count mean label
student logical 0 1 FAL: 1902, TRU: 611 0.24 NA

age

Distribution

Distribution of values for age

Distribution of values for age

626 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
age numeric 626 0.75 15 28 84 31 10 ▇▆▁▁▁ NA

Missingness report

Codebook table

JSON-LD metadata

The following JSON-LD can be found by search engines, if you share this codebook publicly on the web.

{
  "name": ".",
  "datePublished": "2021-06-01",
  "description": "The dataset has N=2513 rows and 346 columns.\n0 rows have no missing values on any column.\n\n\n## Table of variables\nThis table contains variable names, labels, and number of missing values.\nSee the complete codebook for more.\n\n[truncated]\n\n### Note\nThis dataset was automatically described using the [codebook R package](https://rubenarslan.github.io/codebook/) (version 0.9.2).",
  "keywords": ["referrer", "sincere", "is_ea1", "is_ea2", "first_heard_EA", "first_heard_EA_other", "first_heard_EA_which_book", "list_personal_connections", "involved_tlycs", "involved_local_EA", "involved_lesswrong", "involved_givewell", "involved_ace", "involved_ssc", "involved_online_ea", "involved_personal_contact", "involved_80K", "involved_GWWC", "involved_ea_global", "involved_ea_global_x", "involved_book_blog", "involved_podcast", "involved_swiss", "involved_none_of_the_above", "involved_other", "which_year_EA", "member_ea_fb", "member_ea_forum", "member_lw", "member_local_group", "which_local_group", "which_university", "member_none_of_the_above", "member_other", "member_gwwc", "gwwc_year", "ea_engaged_scale", "activity_applied_eag", "activity_attended_eag", "activity_read_ea_book", "activity_ea_forum_posted", "activity_ea_forum_commented", "activity_wrote_not_ea_forum", "activity_ea_fb", "activity_organized_ea_event", "activity_ea_local_leader", "activity_applied_ea_org_job", "activity_employed_ea_org", "ea_org_employed", "activity_volunteer_ea_org", "80K_coach_applied", "done_80K", "activity_ea_plan_change", "activity_ea_donate", "employed_at_80K", "employed_at_AI_impacts", "employed_at_ace", "employed_at_cfar", "employed_at_cea", "employed_at_cser", "employed_at_chai", "employed_at_cs", "employed_at_deep_mind", "employed_at_fri", "employed_at_fhi", "employed_at_givewell", "employed_at_gpi", "employed_at_lw", "employed_at_miri", "employed_at_openphil", "employed_at_openai", "employed_at_rc", "employed_at_si", "employed_at_other", "cause_import_animal_welfare", "cause_import_cause_prioritization", "cause_import_biosecurity", "cause_import_climate_change", "cause_import_nuclear_security", "cause_import_ai", "cause_import_mental_health", "cause_import_poverty", "cause_import_rationality", "cause_import_meta", "cause_import_xrisk_other", "cause_import_other", "cause_import_other_which", "extra_extra_cause", "changed_causes", "previous_cause", "top_case", "income_2018", "ea_career_type_ea_org", "ea_career_type_non_profit", "ea_career_type_etg", "ea_career_type_non_etg_for_profit", "ea_career_type_non_academia_research", "ea_career_type_academia", "ea_career_type_government", "ea_career_type_advocacy", "ea_career_type_other", "currency_donate_1", "currency_donate_2", "donate_2018", "plan_donate_2019", "gender", "race_white", "race_black", "race_hispanic", "race_native_american", "race_pacific_islander", "race_asian", "race_other", "country", "city", "city_other", "veg", "politics", "politics_other", "religion_atheist_agnostic", "religion_buddhist", "religion_christian", "religion_hindu", "religion_jewish", "religion_muslim", "religion_sikh", "religion_other", "employed_full_time", "employed_part_time", "employed_self", "employed_looking", "employed_not_looking", "employed_homemaker", "employed_retired", "employed_student_part", "employed_student_full", "education", "studied_cs", "studied_econ", "studied_engineering", "studied_math", "studied_medicine", "studied_psych", "studied_phil", "studied_physics", "studied_humanities", "studied_social_science", "studied_other_science", "studied_vocational", "studied_other", "donate_RC_2018", "donate_ea_fund_meta_2018", "donate_ea_fund_animal_welfare_2018", "donate_ea_fund_ltf_2018", "donate_ea_fund_global_health_2018", "donate_80K_2018", "donate_cfar_2018", "donate_miri_2018", "donate_gf_2018", "donate_ace_2018", "donate_mfa_2018", "donate_cea_2018", "donate_dtw_2018", "donate_gw_2018", "donate_sci_2018", "donate_gd_2018", "donate_ef_2018", "donate_amf_2018", "donate_thl_2018", "experience_generalist_research", "experience_management", "experience_economics", "experience_philosophy", "experience_government", "experience_operations", "experience_ml", "experience_ai_safety", "experience_movement_building", "experience_admin", "experience_pa", "experience_life_sciences", "experiences_marketing", "experience_math", "experience_comms", "experience_webdev", "experience_international_dev", "experience_software", "experience_asset_management", "experience_law", "experience_consulting", "experience_accounting", "experience_other", "ea_interest_change", "ea_community_excitement", "ea_barrier_too_demanding", "ea_barrier_limited_advice", "ea_barrier_too_few_jobs", "ea_barrier_job_too_hard", "ea_barrier_unclear_where_donate", "ea_barrier_unclear_how_movement_building", "ea_barrier_lack_mentor", "ea_barrier_not_diverse", "ea_barrier_not_welcoming", "ea_barrier_elitist", "ea_barrier_unsocial", "ea_barrier_no_ea_friends", "ea_barrier_no_group", "ea_barrier_no_ea_content", "ea_barrier_no_barrier", "ea_involve_ea_career", "ea_involve_volunteer", "ea_involve_ea_events", "ea_involve_give", "ea_involve_education", "ea_involve_local_group", "ea_involve_global_events", "ea_involve_social", "retention_gwwc", "retention_givewell", "retention_ea_funds", "retention_donation_other", "retention_ea_project", "retention_eag", "retention_eagx", "retention_local_group", "retention_local_group_leader", "retention_personal_contact", "retention_ea_forum", "retention_ssc", "retention_lw", "retention_ea_fb", "retention_ea_discord", "retention_future_perfect", "heard_survey_ea_fb", "heard_survey_other_fb", "heard_survey_other_social", "heard_survey_ea_newsletter", "heard_survey_ace", "heard_survey_gwwc", "heard_survey_other_ea_org", "heard_survey_friend", "heard_survey_lw", "heard_survey_local_group", "heard_survey_ssc", "heard_survey_ea_forum", "heard_survey_80K", "heard_survey_other", "ea_know_favor", "ea_know_drift", "ea_know_drift_involved", "ea_know_drift_reason_disagreed_premise", "ea_know_drift_reason_underexposed", "ea_know_drift_reason_uninterested", "ea_know_drift_reason_no_friends", "ea_know_drift_reason_no_opportunity", "ea_know_drift_reason_offended", "ea_know_drift_reason_bad_experience", "ea_know_drift_reason_misunderstood", "ea_know_drift_reason_life_change", "ea_dont_know_drift_reason", "current_work_mental_health", "current_work_ai_risk", "current_work_nuclear_security", "current_work_biosecurity", "current_work_other_xrisk", "current_work_rationality", "current_work_climate_change", "current_work_animals", "current_work_meta", "current_work_poverty", "current_work_cause_pri", "current_work_other", "career_interest_mental_health", "career_interest_ai_risk", "career_interest_nuclear_security", "career_interest_biosecurity", "career_interest_other_xrisk", "career_interest_rationality", "career_interest_climate_change", "career_interest_animals", "career_interest_meta", "career_interest_poverty", "career_interest_cause_pri", "career_interest_other", "moral_philosophy", "familiar_population_ethics", "utilitarianism_type", "dpe", "dpe2", "permissions_next_survey_email", "permissions_followup_surveys", "permissions_cea_share", "permissions_cea_share_name", "permissions_cea_share_linkedin", "permissions_cea_share_cv", "permissions_cea_share_email", "permissions_cea_share_all", "permissions_make_ea_hub", "ea_id", "currency", "donate_2018_c", "plan_donate_2019_c", "donate_RC_2018_c", "donate_ea_fund_meta_2018_c", "donate_ea_fund_animal_welfare_2018_c", "donate_ea_fund_ltf_2018_c", "donate_ea_fund_global_health_2018_c", "donate_80K_2018_c", "donate_cfar_2018_c", "donate_miri_2018_c", "donate_gf_2018_c", "donate_ace_2018_c", "donate_mfa_2018_c", "donate_cea_2018_c", "donate_dtw_2018_c", "donate_gw_2018_c", "donate_sci_2018_c", "donate_gd_2018_c", "donate_ef_2018_c", "donate_amf_2018_c", "donate_thl_2018_c", "income_2018_c", "p_donate_2018", "cause_import_animal_welfare_b", "cause_import_cause_prioritization_b", "cause_import_biosecurity_b", "cause_import_climate_change_b", "cause_import_nuclear_security_b", "cause_import_ai_b", "cause_import_mental_health_b", "cause_import_poverty_b", "cause_import_rationality_b", "cause_import_meta_b", "cause_import_xrisk_other_b", "cause_import_other_b", "cause_import_other_which_b", "left", 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  "@context": "http://schema.org/",
  "@type": "Dataset",
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    },
    {
      "name": "retention_ea_project",
      "@type": "propertyValue"
    },
    {
      "name": "retention_eag",
      "@type": "propertyValue"
    },
    {
      "name": "retention_eagx",
      "@type": "propertyValue"
    },
    {
      "name": "retention_local_group",
      "@type": "propertyValue"
    },
    {
      "name": "retention_local_group_leader",
      "@type": "propertyValue"
    },
    {
      "name": "retention_personal_contact",
      "@type": "propertyValue"
    },
    {
      "name": "retention_ea_forum",
      "@type": "propertyValue"
    },
    {
      "name": "retention_ssc",
      "@type": "propertyValue"
    },
    {
      "name": "retention_lw",
      "@type": "propertyValue"
    },
    {
      "name": "retention_ea_fb",
      "@type": "propertyValue"
    },
    {
      "name": "retention_ea_discord",
      "@type": "propertyValue"
    },
    {
      "name": "retention_future_perfect",
      "@type": "propertyValue"
    },
    {
      "name": "heard_survey_ea_fb",
      "@type": "propertyValue"
    },
    {
      "name": "heard_survey_other_fb",
      "@type": "propertyValue"
    },
    {
      "name": "heard_survey_other_social",
      "@type": "propertyValue"
    },
    {
      "name": "heard_survey_ea_newsletter",
      "@type": "propertyValue"
    },
    {
      "name": "heard_survey_ace",
      "@type": "propertyValue"
    },
    {
      "name": "heard_survey_gwwc",
      "@type": "propertyValue"
    },
    {
      "name": "heard_survey_other_ea_org",
      "@type": "propertyValue"
    },
    {
      "name": "heard_survey_friend",
      "@type": "propertyValue"
    },
    {
      "name": "heard_survey_lw",
      "@type": "propertyValue"
    },
    {
      "name": "heard_survey_local_group",
      "@type": "propertyValue"
    },
    {
      "name": "heard_survey_ssc",
      "@type": "propertyValue"
    },
    {
      "name": "heard_survey_ea_forum",
      "@type": "propertyValue"
    },
    {
      "name": "heard_survey_80K",
      "@type": "propertyValue"
    },
    {
      "name": "heard_survey_other",
      "@type": "propertyValue"
    },
    {
      "name": "ea_know_favor",
      "@type": "propertyValue"
    },
    {
      "name": "ea_know_drift",
      "@type": "propertyValue"
    },
    {
      "name": "ea_know_drift_involved",
      "@type": "propertyValue"
    },
    {
      "name": "ea_know_drift_reason_disagreed_premise",
      "@type": "propertyValue"
    },
    {
      "name": "ea_know_drift_reason_underexposed",
      "@type": "propertyValue"
    },
    {
      "name": "ea_know_drift_reason_uninterested",
      "@type": "propertyValue"
    },
    {
      "name": "ea_know_drift_reason_no_friends",
      "@type": "propertyValue"
    },
    {
      "name": "ea_know_drift_reason_no_opportunity",
      "@type": "propertyValue"
    },
    {
      "name": "ea_know_drift_reason_offended",
      "@type": "propertyValue"
    },
    {
      "name": "ea_know_drift_reason_bad_experience",
      "@type": "propertyValue"
    },
    {
      "name": "ea_know_drift_reason_misunderstood",
      "@type": "propertyValue"
    },
    {
      "name": "ea_know_drift_reason_life_change",
      "@type": "propertyValue"
    },
    {
      "name": "ea_dont_know_drift_reason",
      "@type": "propertyValue"
    },
    {
      "name": "current_work_mental_health",
      "@type": "propertyValue"
    },
    {
      "name": "current_work_ai_risk",
      "@type": "propertyValue"
    },
    {
      "name": "current_work_nuclear_security",
      "@type": "propertyValue"
    },
    {
      "name": "current_work_biosecurity",
      "@type": "propertyValue"
    },
    {
      "name": "current_work_other_xrisk",
      "@type": "propertyValue"
    },
    {
      "name": "current_work_rationality",
      "@type": "propertyValue"
    },
    {
      "name": "current_work_climate_change",
      "@type": "propertyValue"
    },
    {
      "name": "current_work_animals",
      "@type": "propertyValue"
    },
    {
      "name": "current_work_meta",
      "@type": "propertyValue"
    },
    {
      "name": "current_work_poverty",
      "@type": "propertyValue"
    },
    {
      "name": "current_work_cause_pri",
      "@type": "propertyValue"
    },
    {
      "name": "current_work_other",
      "@type": "propertyValue"
    },
    {
      "name": "career_interest_mental_health",
      "@type": "propertyValue"
    },
    {
      "name": "career_interest_ai_risk",
      "@type": "propertyValue"
    },
    {
      "name": "career_interest_nuclear_security",
      "@type": "propertyValue"
    },
    {
      "name": "career_interest_biosecurity",
      "@type": "propertyValue"
    },
    {
      "name": "career_interest_other_xrisk",
      "@type": "propertyValue"
    },
    {
      "name": "career_interest_rationality",
      "@type": "propertyValue"
    },
    {
      "name": "career_interest_climate_change",
      "@type": "propertyValue"
    },
    {
      "name": "career_interest_animals",
      "@type": "propertyValue"
    },
    {
      "name": "career_interest_meta",
      "@type": "propertyValue"
    },
    {
      "name": "career_interest_poverty",
      "@type": "propertyValue"
    },
    {
      "name": "career_interest_cause_pri",
      "@type": "propertyValue"
    },
    {
      "name": "career_interest_other",
      "@type": "propertyValue"
    },
    {
      "name": "moral_philosophy",
      "@type": "propertyValue"
    },
    {
      "name": "familiar_population_ethics",
      "@type": "propertyValue"
    },
    {
      "name": "utilitarianism_type",
      "@type": "propertyValue"
    },
    {
      "name": "dpe",
      "@type": "propertyValue"
    },
    {
      "name": "dpe2",
      "@type": "propertyValue"
    },
    {
      "name": "permissions_next_survey_email",
      "@type": "propertyValue"
    },
    {
      "name": "permissions_followup_surveys",
      "@type": "propertyValue"
    },
    {
      "name": "permissions_cea_share",
      "@type": "propertyValue"
    },
    {
      "name": "permissions_cea_share_name",
      "@type": "propertyValue"
    },
    {
      "name": "permissions_cea_share_linkedin",
      "@type": "propertyValue"
    },
    {
      "name": "permissions_cea_share_cv",
      "@type": "propertyValue"
    },
    {
      "name": "permissions_cea_share_email",
      "@type": "propertyValue"
    },
    {
      "name": "permissions_cea_share_all",
      "@type": "propertyValue"
    },
    {
      "name": "permissions_make_ea_hub",
      "@type": "propertyValue"
    },
    {
      "name": "ea_id",
      "@type": "propertyValue"
    },
    {
      "name": "currency",
      "@type": "propertyValue"
    },
    {
      "name": "donate_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "plan_donate_2019_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_RC_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_ea_fund_meta_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_ea_fund_animal_welfare_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_ea_fund_ltf_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_ea_fund_global_health_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_80K_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_cfar_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_miri_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_gf_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_ace_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_mfa_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_cea_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_dtw_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_gw_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_sci_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_gd_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_ef_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_amf_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_thl_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "income_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "p_donate_2018",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_animal_welfare_b",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_cause_prioritization_b",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_biosecurity_b",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_climate_change_b",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_nuclear_security_b",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_ai_b",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_mental_health_b",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_poverty_b",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_rationality_b",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_meta_b",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_xrisk_other_b",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_other_b",
      "@type": "propertyValue"
    },
    {
      "name": "cause_import_other_which_b",
      "@type": "propertyValue"
    },
    {
      "name": "left",
      "@type": "propertyValue"
    },
    {
      "name": "gender_b",
      "@type": "propertyValue"
    },
    {
      "name": "veg_b",
      "@type": "propertyValue"
    },
    {
      "name": "donate_cause_meta_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_cause_cause_pri_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_cause_poverty_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_cause_animal_welfare_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "donate_cause_far_future_2018_c",
      "@type": "propertyValue"
    },
    {
      "name": "student",
      "@type": "propertyValue"
    },
    {
      "name": "age",
      "@type": "propertyValue"
    }
  ]
}`